{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# GRIP_JULY - 2021  (TASK 2)\n",
    "\n",
    "# Task Name:- Color Identification in Images\n",
    "\n",
    "# Domain:- Computer Vision and IOT\n",
    "\n",
    "# Name:- Akash Singh"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Importing the required libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Saving the image and csv file path into variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_path = 'pic2.jpg'\n",
    "csv_path = 'colors.csv'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reading the .csv file(Containing all the colors,hex,RGB components) and naming the columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "index = ['color','color_name','hex','R','G','B']\n",
    "df = pd.read_csv(csv_path, names=index,header = None)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reading the image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv2.imread(img_path)\n",
    "\n",
    "#Resizing the image to 800x600\n",
    "\n",
    "img = cv2.resize(img,(800,600))\n",
    "\n",
    "#Initializing the variables\n",
    "\n",
    "clicked = False\n",
    "r = g = b = xpos = ypos = 0\n",
    "\n",
    "\n",
    "#Function to compare the RGB values on (x,y) coordinates of the image\n",
    "#Returning the color name\n",
    "\n",
    "def get_color_name(R,G,B):\n",
    "    minimum = 1000\n",
    "    for i in range(len(df)):\n",
    "        d = abs(R-int(df.loc[i,'R'])) + abs(G-int(df.loc[i,'G'])) + abs(B-int(df.loc[i,'B']))\n",
    "        if d <= minimum:\n",
    "            minimum = d\n",
    "            cname = df.loc[i,'color_name']\n",
    "    return cname\n",
    "\n",
    "#Function to get the coordinates of the mouse pointer when double clicked on the image\n",
    "#Saving the RGB values on those coordinates into the variables\n",
    "\n",
    "def draw_function(event,x,y,flags,params):\n",
    "    if event == cv2.EVENT_LBUTTONDBLCLK:\n",
    "        global clicked,r,g,b,xpos,ypos\n",
    "        clicked = True\n",
    "        xpos = x\n",
    "        ypos = y\n",
    "        b,g,r = img[y,x]\n",
    "        b = int(b)\n",
    "        g = int(g)\n",
    "        r = int(r)\n",
    "\n",
    "#Creating the window for image\n",
    "\n",
    "cv2.namedWindow('image')\n",
    "\n",
    "#Binding the draw_function to the mouse pointer\n",
    "\n",
    "cv2.setMouseCallback('image', draw_function)\n",
    "\n",
    "while True:\n",
    "    cv2.imshow('image',img)\n",
    "    if clicked:\n",
    "        #Making a colored strip to show our text on\n",
    "        cv2.rectangle(img, (20,20), (600,60),(b,g,r), -1)\n",
    "\n",
    "        #Getting the color name and storing in text variable\n",
    "        text = get_color_name(r,g,b) + ' R='+ str(r) + ' G=' + str(g) + ' B=' + str(b)\n",
    "\n",
    "        #Putting the text onto the strip that we created above\n",
    "        cv2.putText(img,text,(50,50),2,0.8,(255,255,255),2,cv2.LINE_AA)\n",
    "\n",
    "\n",
    "        if r+g+b >= 600: #If the colors are dim\n",
    "            cv2.putText(img,text,(50,50),2,0.8,(0,0,0),2,cv2.LINE_AA) #We want our text to be black\n",
    "\n",
    "    if cv2.waitKey(1) & 0xFF == ord('q'):\n",
    "        break\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
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  "language_info": {
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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